Module: Rumale::Preprocessing

Defined in:

rumale-preprocessing/lib/rumale/preprocessing/version.rb,
rumale-preprocessing/lib/rumale/preprocessing/binarizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/l1_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/l2_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/label_encoder.rb,
rumale-preprocessing/lib/rumale/preprocessing/max_abs_scaler.rb,
rumale-preprocessing/lib/rumale/preprocessing/max_normalizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/min_max_scaler.rb,
rumale-preprocessing/lib/rumale/preprocessing/bin_discretizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/label_binarizer.rb,
rumale-preprocessing/lib/rumale/preprocessing/one_hot_encoder.rb,
rumale-preprocessing/lib/rumale/preprocessing/ordinal_encoder.rb,
rumale-preprocessing/lib/rumale/preprocessing/standard_scaler.rb,
rumale-preprocessing/lib/rumale/preprocessing/kernel_calculator.rb,
rumale-preprocessing/lib/rumale/preprocessing/polynomial_features.rb

Overview

This module consists of the classes that perform preprocessings.

Defined Under Namespace

Classes: BinDiscretizer, Binarizer, KernelCalculator, L1Normalizer, L2Normalizer, LabelBinarizer, LabelEncoder, MaxAbsScaler, MaxNormalizer, MinMaxScaler, OneHotEncoder, OrdinalEncoder, PolynomialFeatures, StandardScaler